Triple

T12730650
Position Surface form Disambiguated ID Type / Status
Subject Wunambal people E304226 entity
Predicate manageThrough P106612 FINISHED
Object Wunambal Gaambera Aboriginal Corporation
Wunambal Gaambera Aboriginal Corporation is an Indigenous-owned organization that represents and manages the cultural, land, and community interests of the Wunambal people in northern Western Australia.
E999270 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Wunambal Gaambera Aboriginal Corporation | Statement: [Wunambal people, manageThrough, Wunambal Gaambera Aboriginal Corporation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wunambal Gaambera Aboriginal Corporation
Context triple: [Wunambal people, manageThrough, Wunambal Gaambera Aboriginal Corporation]
  • A. Yindjibarndi Aboriginal Corporation
    Yindjibarndi Aboriginal Corporation is an Indigenous Australian organization that represents and manages the land, cultural, and native title interests of the Yindjibarndi people in Western Australia.
  • B. Ngarluma Aboriginal Corporation
    Ngarluma Aboriginal Corporation is the representative body that manages the rights, interests, and development initiatives of the Ngarluma people in Western Australia.
  • C. Kaurna Yerta Aboriginal Corporation
    Kaurna Yerta Aboriginal Corporation is the representative body for the Kaurna people of the Adelaide Plains, managing their native title interests, cultural heritage, and community affairs.
  • D. Yamatji Marlpa Aboriginal Corporation
    Yamatji Marlpa Aboriginal Corporation is a representative body that advocates for the native title rights and interests of Yamatji and other Aboriginal peoples in Western Australia.
  • E. Butchulla Aboriginal Corporation
    Butchulla Aboriginal Corporation is the representative body that manages native title rights and cultural interests of the Butchulla people, the Traditional Owners of K’gari (Fraser Island) and surrounding areas in Queensland, Australia.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Wunambal Gaambera Aboriginal Corporation
Triple: [Wunambal people, manageThrough, Wunambal Gaambera Aboriginal Corporation]
Generated description
Wunambal Gaambera Aboriginal Corporation is an Indigenous-owned organization that represents and manages the cultural, land, and community interests of the Wunambal people in northern Western Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wunambal Gaambera Aboriginal Corporation
Target entity description: Wunambal Gaambera Aboriginal Corporation is an Indigenous-owned organization that represents and manages the cultural, land, and community interests of the Wunambal people in northern Western Australia.
  • A. Yindjibarndi Aboriginal Corporation
    Yindjibarndi Aboriginal Corporation is an Indigenous Australian organization that represents and manages the land, cultural, and native title interests of the Yindjibarndi people in Western Australia.
  • B. Ngarluma Aboriginal Corporation
    Ngarluma Aboriginal Corporation is the representative body that manages the rights, interests, and development initiatives of the Ngarluma people in Western Australia.
  • C. Kaurna Yerta Aboriginal Corporation
    Kaurna Yerta Aboriginal Corporation is the representative body for the Kaurna people of the Adelaide Plains, managing their native title interests, cultural heritage, and community affairs.
  • D. Yamatji Marlpa Aboriginal Corporation
    Yamatji Marlpa Aboriginal Corporation is a representative body that advocates for the native title rights and interests of Yamatji and other Aboriginal peoples in Western Australia.
  • E. Butchulla Aboriginal Corporation
    Butchulla Aboriginal Corporation is the representative body that manages native title rights and cultural interests of the Butchulla people, the Traditional Owners of K’gari (Fraser Island) and surrounding areas in Queensland, Australia.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: manageThrough
Context triple: [Wunambal people, manageThrough, Wunambal Gaambera Aboriginal Corporation]
  • A. managementIs
    Indicates that one entity holds a managerial role, responsibility, or authority over another entity.
  • B. managedIn
    Indicates that one entity is administered, operated, or overseen within the scope, control, or jurisdiction of another entity.
  • C. managedAct
    Indicates that one entity oversaw, directed, or was responsible for carrying out a particular action or activity.
  • D. managedTo
    Indicates that an entity successfully accomplished or achieved a particular action or outcome, often despite difficulty or obstacles.
  • E. managementController
    Indicates that one entity serves as the management controller responsible for overseeing, configuring, or administering another entity.
  • F. None of above. chosen

Provenance (7 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d7bdf1426c8190a4402e1c4cdec33a completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96d89ea70819098c470344f172167 completed April 10, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c8a4b7c8190a514b623a7364fd7 completed May 2, 2026, 10:36 p.m.
NEDg Description generation batch_69f67d663fd08190a00b30a7ff260c70 completed May 2, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69f67e12b8148190958b63ba114d6221 completed May 2, 2026, 10:43 p.m.
PD Predicate disambiguation batch_69d96403957c81909acdee7bdae71696 completed April 10, 2026, 8:56 p.m.
PDg Predicate description generation batch_69d96d87078c819083ea724238992204 completed April 10, 2026, 9:37 p.m.
Created at: April 9, 2026, 5:25 p.m.